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Resting-state functional connectivity predicts longitudinal pain symptom change in urologic chronic pelvic pain syndrome: a MAPP network study
- Source :
- Pain. 158:1069-1082
- Publication Year :
- 2017
- Publisher :
- Ovid Technologies (Wolters Kluwer Health), 2017.
-
Abstract
- Chronic pain symptoms often change over time, even in individuals who have had symptoms for years. Studying biological factors that predict trends in symptom change in chronic pain may uncover novel pathophysiological mechanisms and potential therapeutic targets. In this study, we investigated whether brain functional connectivity measures obtained from resting-state functional magnetic resonance imaging at baseline can predict longitudinal symptom change (3, 6, and 12 months after scan) in urologic chronic pelvic pain syndrome. We studied 52 individuals with urologic chronic pelvic pain syndrome (34 women, 18 men) who had baseline neuroimaging followed by symptom tracking every 2 weeks for 1 year as part of the Multidisciplinary Approach to the Study of Chronic Pelvic Pain (MAPP) Research Network study. We found that brain functional connectivity can make a significant prediction of short-term (3 month) pain reduction with 73.1% accuracy (69.2% sensitivity and 75.0% precision). In addition, we found that the brain regions with greatest contribution to the classification were preferentially aligned with the left frontoparietal network. Resting-state functional magnetic resonance imaging measures seemed to be less informative about 6- or 12-month symptom change. Our study provides the first evidence that future trends in symptom change in patients in a state of chronic pain may be linked to functional connectivity within specific brain networks.
- Subjects :
- Adult
Male
Urologic Diseases
medicine.medical_specialty
Rest
030232 urology & nephrology
Pelvic Pain
Sensitivity and Specificity
Article
03 medical and health sciences
0302 clinical medicine
Physical medicine and rehabilitation
Neuroimaging
Connectome
medicine
Humans
Longitudinal Studies
Postal Service
medicine.diagnostic_test
Resting state fMRI
business.industry
Pelvic pain
Functional connectivity
Chronic pain
Brain
Reproducibility of Results
Magnetic resonance imaging
Syndrome
medicine.disease
Magnetic Resonance Imaging
Anesthesiology and Pain Medicine
Neurology
Disease Progression
Physical therapy
Female
Neurology (clinical)
Chronic Pain
Nerve Net
medicine.symptom
Functional magnetic resonance imaging
business
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 18726623 and 03043959
- Volume :
- 158
- Database :
- OpenAIRE
- Journal :
- Pain
- Accession number :
- edsair.doi.dedup.....4f03677fb9b44bb58aa9b22c79be7f78
- Full Text :
- https://doi.org/10.1097/j.pain.0000000000000886